He stared at the plans, the neatly drawn lines representing a boundary, a separation. The architect's words, so carefully chosen, about “property lines” and “aesthetic harmony,” swam in his head like fish in a murky pond. His hands trembled slightly as he traced the proposed fence's path on the map.

He went outside, the cold air hitting his face like a slap. He stood in his yard, staring at the empty space where the fence would soon stand. He felt suddenly exposed, vulnerable. It was a silly, illogical feeling, but there it was, clinging to him.

The sun beat down on him, and he felt the sting of tears. He found himself picking at the peeling paint of the old shed, the repetitive action a futile attempt to ground himself. His neighbor's quiet “good morning” from across the property line felt like a judgment, an intrusion.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290